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"Topic Modeling": models, code, and papers
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Neural Topic Modeling with Cycle-Consistent Adversarial Training

Sep 29, 2020
Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong

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Analyzing Folktales of Different Regions Using Topic Modeling and Clustering

Jun 09, 2022
Jacob Werzinsky, Zhiyan Zhong, Xuedan Zou

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Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework

Apr 29, 2023
David Alonso del Barrio, Daniel Gatica-Perez

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G2T: A Simple but Effective Framework for Topic Modeling based on Pretrained Language Model and Community Detection

Apr 14, 2023
Leihang Zhang, Jiapeng Liu, Qiang Yan

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Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling

Apr 11, 2021
Aaron Mueller, Mark Dredze

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Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling

Mar 28, 2023
Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal

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Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information

May 26, 2022
Shijing Si, Jianzong Wang, Ruiyi Zhang, Qinliang Su, Jing Xiao

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ZeroBERTo -- Leveraging Zero-Shot Text Classification by Topic Modeling

Jan 04, 2022
Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fabio Levy Siqueira, Anna Helena Reali Costa

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Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning

Aug 08, 2023
Jiahang Zhang, Lilang Lin, Jiaying Liu

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Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents

May 18, 2023
Sergio Pelaez, Gaurav Verma, Barbara Ribeiro, Philip Shapira

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